Send us Fan Mail 📖 Read: https://helioxpodcast.substack.com/publish/post/211910121 Inside the biological rebellion: teaching machines to feel gravity before they learn to talk A particular kind of humiliation is reserved for the extremely smart. You watch someone recite the tax code from memory, then watch them try to parallel park. Something in us enjoys this. It confirms a suspicion we've always carried but rarely said aloud: knowing things and doing things were never actually the same skill, no matter how badly we wanted them to be. For the last decade, the entire AI industry built its house on the bet that they were. Feed a machine enough words — every encyclopedia, every court transcript, every forum argument about the correct way to load a dishwasher — and eventually, the thinking went, something like understanding would condense out of all that language, the way dew condenses out of humid air. Understanding of grammar. Understanding of argument. And, eventually, understanding of tables, doorknobs, gravity, and the particular fragility of ceramic. It hasn't worked. Not because the machines aren't smart — they demonstrably are, in the narrow sense of being extraordinary at manipulating symbols — but because knowing the word for a thing and knowing the thing turn out to be governed by completely different systems. A robot with the vocabulary of a Supreme Court justice will still, this week, somewhere, get its foot tangled in a rug. References: Grounded World Models in Biological Systems and Embodied AI and nine other references This is Heliox: Where Evidence Meets Empathy Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas. Support the show Disclosure: This podcast uses AI-generated synthetic voices for a material portion of the audio content, in line with Apple Podcasts guidelines. We make rigorous science accessible, accurate, and unforgettable. Produced by Michelle Bruecker and Scott Bleackley, it features reviews of emerging research and ideas from leading thinkers, curated under our creative direction with AI assistance for voice, imagery, and composition. Systemic voices and illustrative images of people are representative tools, not depictions of specific individuals. We dive deep into peer-reviewed research, pre-prints, and major scientific works—then bring them to life through the stories of the researchers themselves. Complex ideas become clear. Obscure discoveries become conversation starters. And you walk away understanding not just what scientists discovered, but why it matters and how they got there. Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas. Spoken word, short and sweet, with rhythm and a catchy beat. http://tinyurl.com/stonefolksongs
